US Real Estate Market Presentation

Emir Hamulic
Elias Gabriel

2025-11-09

Basics

Data structure

Structure of cleaned dataset
Variable Type Example Missing
status factor for_sale 0
price numeric 105000 0
bed integer 3 0
bath integer 2 0
acre_lot numeric 0.12 0
city factor Adjuntas 0
state factor Puerto Rico 0
house_size numeric 920 0
price_per_sqm numeric 114.13 0

Distribution of Numerical Variables

Top Categories per Variable

Pairs Plot

Price vs House Size

Regression

Average Price Map

Average Size Map

Price Range Map